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ORCIDSabrina J. Mielke
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- affiliation: Johns Hopkins University, Baltimore, MD, USA
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2020 – today
- 2022
[j2]Sabrina J. Mielke, Arthur Szlam, Emily Dinan, Y-Lan Boureau:
Reducing Conversational Agents' Overconfidence through Linguistic Calibration. Trans. Assoc. Comput. Linguistics 10: 857-872 (2022)- [c14]Khuyagbaatar Batsuren, Omer Goldman, Salam Khalifa, Nizar Habash, Witold Kieras, Gábor Bella, Brian Leonard, Garrett Nicolai, Kyle Gorman, Yustinus Ghanggo Ate, Maria Ryskina, Sabrina J. Mielke, Elena Budianskaya, Charbel El-Khaissi, Tiago Pimentel, Michael Gasser, William Abbott Lane, Mohit Raj, Matt Coler, Jaime Rafael Montoya Samame, Delio Siticonatzi Camaiteri, Esaú Zumaeta Rojas, Didier López Francis, Arturo Oncevay, Juan López Bautista, Gema Celeste Silva Villegas, Lucas Torroba Hennigen, Adam Ek, David Guriel, Peter Dirix, Jean-Philippe Bernardy, Andrey Scherbakov, Aziyana Bayyr-ool, Antonios Anastasopoulos, Roberto Zariquiey, Karina Sheifer, Sofya Ganieva, Hilaria Cruz, Ritván Karahóga, Stella Markantonatou, George Pavlidis, Matvey Plugaryov, Elena Klyachko, Ali Salehi, Candy Angulo, Jatayu Baxi, Andrew Krizhanovsky, Natalia Krizhanovskaya, Elizabeth Salesky
, Clara Vania, Sardana Ivanova, Jennifer C. White, Rowan Hall Maudslay, Josef Valvoda, Ran Zmigrod, Paula Czarnowska, Irene Nikkarinen, Aelita Salchak, Brijesh Bhatt, Christopher Straughn, Zoey Liu, Jonathan North Washington, Yuval Pinter, Duygu Ataman, Marcin Wolinski, Totok Suhardijanto, Anna Yablonskaya, Niklas Stoehr, Hossep Dolatian, Zahroh Nuriah, Shyam Ratan, Francis M. Tyers, Edoardo M. Ponti, Grant Aiton, Aryaman Arora, Richard J. Hatcher, Ritesh Kumar, Jeremiah Young, Daria Rodionova, Anastasia Yemelina, Taras Andrushko, Igor Marchenko, Polina Mashkovtseva, Alexandra Serova, Emily Prud'hommeaux, Maria Nepomniashchaya, Fausto Giunchiglia, Eleanor Chodroff, Mans Hulden, Miikka Silfverberg, Arya D. McCarthy, David Yarowsky, Ryan Cotterell, Reut Tsarfaty, Ekaterina Vylomova:
UniMorph 4.0: Universal Morphology. LREC 2022: 840-855 - [i18]Khuyagbaatar Batsuren, Omer Goldman, Salam Khalifa, Nizar Habash, Witold Kieras, Gábor Bella, Brian Leonard, Garrett Nicolai, Kyle Gorman, Yustinus Ghanggo Ate, Maria Ryskina, Sabrina J. Mielke, Elena Budianskaya, Charbel El-Khaissi, Tiago Pimentel, Michael Gasser, William Lane, Mohit Raj, Matt Coler, Jaime Rafael Montoya Samame, Delio Siticonatzi Camaiteri, Esaú Zumaeta Rojas, Didier López Francis, Arturo Oncevay, Juan López Bautista, Gema Celeste Silva Villegas, Lucas Torroba Hennigen, Adam Ek, David Guriel, Peter Dirix, Jean-Philippe Bernardy, Andrey Scherbakov, Aziyana Bayyr-ool, Antonios Anastasopoulos, Roberto Zariquiey, Karina Sheifer, Sofya Ganieva, Hilaria Cruz, Ritván Karahóga, Stella Markantonatou, George Pavlidis, Matvey Plugaryov, Elena Klyachko, Ali Salehi, Candy Angulo, Jatayu Baxi, Andrew Krizhanovsky, Natalia Krizhanovskaya, Elizabeth Salesky, Clara Vania, Sardana Ivanova, Jennifer C. White, Rowan Hall Maudslay, Josef Valvoda, Ran Zmigrod, Paula Czarnowska, Irene Nikkarinen, Aelita Salchak, Brijesh Bhatt, Christopher Straughn, Zoey Liu, Jonathan North Washington, Yuval Pinter, Duygu Ataman, Marcin Wolinski, Totok Suhardijanto, Anna Yablonskaya, Niklas Stoehr, Hossep Dolatian, Zahroh Nuriah, Shyam Ratan, Francis M. Tyers, Edoardo M. Ponti, Grant Aiton, Aryaman Arora, Richard J. Hatcher, Ritesh Kumar, Jeremiah Young, Daria Rodionova, Anastasia Yemelina, Taras Andrushko, Igor Marchenko, Polina Mashkovtseva, Alexandra Serova, Emily Prud'hommeaux, Maria Nepomniashchaya, Fausto Giunchiglia, Eleanor Chodroff, Mans Hulden, Miikka Silfverberg, Arya D. McCarthy, David Yarowsky, Ryan Cotterell, Reut Tsarfaty, Ekaterina Vylomova:
UniMorph 4.0: Universal Morphology. CoRR abs/2205.03608 (2022) - 2021
- [i17]Elizabeth Salesky, Badr M. Abdullah, Sabrina J. Mielke, Elena Klyachko, Oleg Serikov, Edoardo Maria Ponti, Ritesh Kumar, Ryan Cotterell, Ekaterina Vylomova:
SIGTYP 2021 Shared Task: Robust Spoken Language Identification. CoRR abs/2106.03895 (2021) - [i16]Sabrina J. Mielke, Zaid Alyafeai, Elizabeth Salesky, Colin Raffel, Manan Dey, Matthias Gallé, Arun Raja, Chenglei Si, Wilson Y. Lee, Benoît Sagot, Samson Tan:
Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP. CoRR abs/2112.10508 (2021) - 2020
- [c13]Emanuele Bugliarello, Sabrina J. Mielke, Antonios Anastasopoulos, Ryan Cotterell, Naoaki Okazaki:
It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information. ACL 2020: 1640-1649 - [c12]Suzanna Sia, Ayush Dalmia, Sabrina J. Mielke:
Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! EMNLP (1) 2020: 1728-1736 - [c11]Brian Roark, Lawrence Wolf-Sonkin, Christo Kirov, Sabrina J. Mielke, Cibu Johny, Isin Demirsahin, Keith B. Hall:
Processing South Asian Languages Written in the Latin Script: the Dakshina Dataset. LREC 2020: 2413-2423 - [c10]Arya D. McCarthy, Christo Kirov, Matteo Grella, Amrit Nidhi, Patrick Xia, Kyle Gorman, Ekaterina Vylomova, Sabrina J. Mielke, Garrett Nicolai, Miikka Silfverberg, Timofey Arkhangelskiy, Nataly Krizhanovsky, Andrew Krizhanovsky, Elena Klyachko, Alexey Sorokin, John Mansfield, Valts Ernstreits, Yuval Pinter, Cassandra L. Jacobs, Ryan Cotterell, Mans Hulden, David Yarowsky:
UniMorph 3.0: Universal Morphology. LREC 2020: 3922-3931 - [c9]Ekaterina Vylomova, Jennifer C. White, Elizabeth Salesky, Sabrina J. Mielke, Shijie Wu, Edoardo Maria Ponti, Rowan Hall Maudslay, Ran Zmigrod, Josef Valvoda, Svetlana Toldova, Francis M. Tyers, Elena Klyachko, Ilya Yegorov, Natalia Krizhanovsky, Paula Czarnowska, Irene Nikkarinen, Andrew Krizhanovsky, Tiago Pimentel, Lucas Torroba Hennigen, Christo Kirov, Garrett Nicolai, Adina Williams, Antonios Anastasopoulos, Hilaria Cruz, Eleanor Chodroff, Ryan Cotterell, Miikka Silfverberg, Mans Hulden:
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection. SIGMORPHON 2020: 1-39 - [i15]Suzanna Sia, Ayush Dalmia, Sabrina J. Mielke:
Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! CoRR abs/2004.14914 (2020) - [i14]Emanuele Bugliarello, Sabrina J. Mielke, Antonios Anastasopoulos, Ryan Cotterell, Naoaki Okazaki:
It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information. CoRR abs/2005.02354 (2020) - [i13]Ekaterina Vylomova, Jennifer C. White, Elizabeth Salesky, Sabrina J. Mielke, Shijie Wu, Edoardo Maria Ponti, Rowan Hall Maudslay, Ran Zmigrod, Josef Valvoda, Svetlana Toldova, Francis M. Tyers, Elena Klyachko, Ilya Yegorov, Natalia Krizhanovsky, Paula Czarnowska, Irene Nikkarinen, Andrew Krizhanovsky, Tiago Pimentel, Lucas Torroba Hennigen, Christo Kirov, Garrett Nicolai, Adina Williams, Antonios Anastasopoulos, Hilaria Cruz, Eleanor Chodroff, Ryan Cotterell, Miikka Silfverberg, Mans Hulden:
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection. CoRR abs/2006.11572 (2020) - [i12]Brian Roark, Lawrence Wolf-Sonkin, Christo Kirov, Sabrina J. Mielke, Cibu Johny, Isin Demirsahin, Keith B. Hall:
Processing South Asian Languages Written in the Latin Script: the Dakshina Dataset. CoRR abs/2007.01176 (2020) - [i11]Johannes Bjerva, Elizabeth Salesky, Sabrina J. Mielke, Aditi Chaudhary, Giuseppe G. A. Celano, Edoardo Maria Ponti, Ekaterina Vylomova, Ryan Cotterell, Isabelle Augenstein:
SIGTYP 2020 Shared Task: Prediction of Typological Features. CoRR abs/2010.08246 (2020) - [i10]Sabrina J. Mielke, Arthur Szlam, Y-Lan Boureau, Emily Dinan:
Linguistic calibration through metacognition: aligning dialogue agent responses with expected correctness. CoRR abs/2012.14983 (2020)
2010 – 2019
- 2019
- [c8]S. J. Mielke, Jason Eisner:
Spell Once, Summon Anywhere: A Two-Level Open-Vocabulary Language Model. AAAI 2019: 6843-6850 - [c7]Ran Zmigrod, S. J. Mielke, Hanna M. Wallach, Ryan Cotterell:
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology. ACL (1) 2019: 1651-1661 - [c6]S. J. Mielke, Ryan Cotterell, Kyle Gorman, Brian Roark, Jason Eisner:
What Kind of Language Is Hard to Language-Model? ACL (1) 2019: 4975-4989 - [i9]Ran Zmigrod, Sabrina J. Mielke, Hanna M. Wallach, Ryan Cotterell:
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology. CoRR abs/1906.04571 (2019) - [i8]Sabrina J. Mielke, Ryan Cotterell, Kyle Gorman, Brian Roark, Jason Eisner:
What Kind of Language Is Hard to Language-Model? CoRR abs/1906.04726 (2019) - [i7]Arya D. McCarthy, Ekaterina Vylomova, Shijie Wu, Chaitanya Malaviya, Lawrence Wolf-Sonkin, Garrett Nicolai, Christo Kirov, Miikka Silfverberg, S. J. Mielke, Jeffrey Heinz, Ryan Cotterell, Mans Hulden:
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection. CoRR abs/1910.11493 (2019) - 2018
- [j1]Ulf Hermjakob, Qiang Li, Daniel Marcu, Jonathan May, S. J. Mielke, Nima Pourdamghani, Michael Pust, Xing Shi, Kevin Knight, Tomer Levinboim, Kenton Murray, David Chiang, Boliang Zhang, Xiaoman Pan, Di Lu, Ying Lin, Heng Ji:
Incident-Driven Machine Translation and Name Tagging for Low-resource Languages. Mach. Transl. 32(1-2): 59-89 (2018) - [c5]Lawrence Wolf-Sonkin, Jason Naradowsky, S. J. Mielke, Ryan Cotterell:
A Structured Variational Autoencoder for Contextual Morphological Inflection. ACL (1) 2018: 2631-2641 - [c4]Ryan Cotterell, Christo Kirov, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Arya D. McCarthy, Katharina Kann, S. J. Mielke, Garrett Nicolai, Miikka Silfverberg, David Yarowsky, Jason Eisner, Mans Hulden:
The CoNLL-SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection. CoNLL Shared Task (1) 2018: 1-27 - [c3]Christo Kirov, Ryan Cotterell, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Patrick Xia, Manaal Faruqui, S. J. Mielke, Arya McCarthy, Sandra Kübler, David Yarowsky, Jason Eisner, Mans Hulden:
UniMorph 2.0: Universal Morphology. LREC 2018 - [c2]Ryan Cotterell, S. J. Mielke, Jason Eisner, Brian Roark:
Are All Languages Equally Hard to Language-Model? NAACL-HLT (2) 2018: 536-541 - [c1]Ryan Cotterell, Christo Kirov, S. J. Mielke, Jason Eisner:
Unsupervised Disambiguation of Syncretism in Inflected Lexicons. NAACL-HLT (2) 2018: 548-553 - [i6]S. J. Mielke, Jason Eisner:
Spell Once, Summon Anywhere: A Two-Level Open-Vocabulary Language Model. CoRR abs/1804.08205 (2018) - [i5]Ryan Cotterell, Christo Kirov, S. J. Mielke, Jason Eisner:
Unsupervised Disambiguation of Syncretism in Inflected Lexicons. CoRR abs/1806.03740 (2018) - [i4]Ryan Cotterell, S. J. Mielke, Jason Eisner, Brian Roark:
Are All Languages Equally Hard to Language-Model? CoRR abs/1806.03743 (2018) - [i3]Lawrence Wolf-Sonkin, Jason Naradowsky, S. J. Mielke, Ryan Cotterell:
A Structured Variational Autoencoder for Contextual Morphological Inflection. CoRR abs/1806.03746 (2018) - [i2]Ryan Cotterell, Christo Kirov, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Arya D. McCarthy, Katharina Kann, S. J. Mielke, Garrett Nicolai, Miikka Silfverberg, David Yarowsky, Jason Eisner, Mans Hulden:
The CoNLL-SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection. CoRR abs/1810.07125 (2018) - [i1]Christo Kirov, Ryan Cotterell, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Patrick Xia, Manaal Faruqui, S. J. Mielke, Arya D. McCarthy, Sandra Kübler, David Yarowsky, Jason Eisner, Mans Hulden:
UniMorph 2.0: Universal Morphology. CoRR abs/1810.11101 (2018)
Coauthor Index
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